Can a 5-to-90-day Mortality Predictor Perform Consistently Across Time and Equitably Across Populations?

Advance care planning (ACP) facilitates end-of-life care, yet many die without it. Timely and accurate mortality prediction may encourage ACP. However, performance of predictors typically differs among sub-populations (e.g., rural vs. urban) and worsens over time ("concept drift"). Therefore, we assessed performance equity and consistency for a novel 5-to-90-day mortality predictor across various demographies, geographies, and timeframes (n = 76,812 total encounters). Predictions were made for the first day of included adult inpatient admissions on a retrospective dataset. AUC-PR remained at 29% both pre-COVID (throughout 2018) and during COVID (8 months in 2021). Pre-COVID-19 recall and precision were 58% and 25% respectively at the 12.5% certainty cutoff, and 12% and 44% at the 37.5% cutoff. During COVID-19, recall and precision were 59% and 26% at the 12.5% cutoff, and 11% and 43% at the 37.5% cutoff. Pre-COVID, compared to the overall population, recall was lower at the 12.5% cutoff in the White, non-Hispanic subgroup and at both cutoffs in the rural subgroup. During COVID-19, precision at the 12.5% cutoff was lower than that of the overall population for the non-White and non-White female subgroups. No other significant differences were seen between subgroups and the corresponding overall population. Overall performance during COVID was unchanged from pre-pandemic performance. Although some comparisons (especially precision at the 37.5% cutoff) were underpowered, precision at the 12.5% cutoff was equitable across most demographies, regardless of the pandemic. Mortality prediction to prioritize ACP conversations can be provided consistently and equitably across many studied timeframes and sub-populations.

Access to Care: End-to-End Digital Response for COVID-19 Care Delivery.

The coronavirus disease 2019 pandemic disrupted health care, requiring organizational leaders to act quickly to manage the health-related concerns of individuals and communities. The ability to offer a variety of digitally enabled telehealth services with 24/7 access to nurse practitioners and physician assistants allowed us to care for patients in their homes. It reduced the spread of the virus, protected our employees from further disease spread, and provided early interventions to those in need. The roles of nurse practitioner leaders, the enacted strategies, and patient outcomes demonstrate the impact of an innovative digital care delivery model on care across the continuum.

3D printing for preoperative planning and surgical training: a review.

Surgeons typically rely on their past training and experiences as well as visual aids from medical imaging techniques such as magnetic resonance imaging (MRI) or computed tomography (CT) for the planning of surgical processes. Often, due to the anatomical complexity of the surgery site, two dimensional or virtual images are not sufficient to successfully convey the structural details. For such scenarios, a 3D printed model of the patient's anatomy enables personalized preoperative planning. This paper reviews critical aspects of 3D printing for preoperative planning and surgical training, starting with an overview of the process-flow and 3D printing techniques, followed by their applications spanning across multiple organ systems in the human body. State of the art in these technologies are described along with a discussion of current limitations and future opportunities.

Clinician behaviors in telehealth care delivery: a systematic review.

Literature on telehealth care delivery often addresses clinical, cost, technological, system, and organizational impacts. Less is known about interpersonal behaviors such as communication patterns and therapeutic relationship-building, which may have workforce development considerations. The purpose of this study was to conduct a systematic literature review to identify interpersonal health care provider (HCP) behaviors and attributes related to provider-patient interaction during care in telehealth delivery. Electronic searches were conducted using five indexes/databases: CINAHL, ERIC, PsychInfo, ProQuest Dissertations, PubMed; with hand-searching of the immediate past 10 years of five journals. Search concepts included: communication, telehealth, education, and health care delivery. Of 5261 unique article abstracts initially identified, 338 full-text articles remained after exclusion criteria were applied and these were reviewed for eligibility. Finally, data were extracted from 45 articles. Through qualitative synthesis of the 45 articles, we noted that papers encompassed many disciplines and targeted care to people in many settings including: home care, primary and specialist care, mental health/counseling, and multi-site teams. Interpersonal behaviors were observed though not manipulated through study designs. Six themes were identified: HCP-based support for telehealth delivery; provider-patient interactions during the telehealth event; environmental attributes; and guidelines for education interventions or evaluation of HCP behaviors. Although unable to identify current best practices, important considerations for practice and education did emerge. These include: perceptions of the utility of telehealth; differences in communication patterns such as pace and type of discourse, reliance on visual cues by both provider and patient especially in communicating empathy and building rapport; and confidentiality and privacy in telehealth care delivery.

Patients' views of teamwork in the emergency department offer insights about team performance.

BACKGROUND: Research into efforts to engage patients in the assessment of health-care teams is limited. OBJECTIVE: To explore, through qualitative methods, patient awareness of teamwork-related behaviours observed during an emergency department (ED) visit. DESIGN: Researchers used semi-structured question guides for audio-recorded interviews and analysed their verbatim transcripts. SETTING AND PARTICIPANTS: Researchers conducted individual phone interviews with 6 teamwork subject matter experts (SMEs) and held 5 face-to-face group interviews with patients and caregivers (n = 25) about 2 weeks after discharge from the emergency department (ED). RESULTS: SMEs suggested that a range of factors influence patient perspectives of teams. Many patients perceived the health-care team within the context of their expectations of an ED visit and their treatment plan. Four themes emerged: (i) patient-centred views highlight gaps in coordination and communication; (ii) team processes do concern patients; (iii) patients are critical observers of ways that team members present their team roles; (iv) patients' observations of team members relate to patients' views of team effectiveness. Analysis also indicated that patients viewed health-care team members' interactions with each other as proxy for how team members actually felt about patients. DISCUSSION: Results from both sets of interviews (SME and patient) indicated that patient observations of teamwork could add to assessment of team processes/frameworks. Patients' understanding about teamwork organization seemed helpful and witnessed interteam communication appeared to influence patient confidence in the team. CONCLUSION: Patients perspectives are an important part of assessment in health care and suggest potential areas for improvement through team training.

Communicating Diagnostic Uncertainty at Emergency Department Discharge: A Simulation-Based Mastery Learning Randomized Trial.

PURPOSE: There are no standardized approaches for communicating with patients discharged from the emergency department with diagnostic uncertainty. This trial tested efficacy of the Uncertainty Communication Education Module, a simulation-based mastery learning curriculum designed to establish competency in communicating diagnostic uncertainty. METHOD: Resident physicians at 2 sites participated in a 2-arm waitlist randomized controlled trial from September 2019 to June 2020. After baseline (T1) assessment of all participants via a standardized patient encounter using the Uncertainty Communication Checklist (UCC), immediate access physicians received training in the Uncertainty Communication Education Module, which included immediate feedback, online educational modules, a smartphone-based application, and telehealth deliberate practice with standardized patients. All physicians were retested 16-19 weeks later (T2) via in-person standardized patient encounters; delayed access physicians then received the intervention. A final test of all physicians occurred 11-15 weeks after T2 (T3). The primary outcome measured the percentage of physicians in the immediate versus delayed access groups meeting or exceeding the UCC minimum passing standard at T2. RESULTS: Overall, 109 physicians were randomized, with mean age 29 years (range 25-46). The majority were male (n = 69, 63%), non-Hispanic/Latino (n = 99, 91%), and White (n = 78, 72%). At T2, when only immediate access participants had received the curriculum, immediate access physicians demonstrated increased mastery (n = 29, 52.7%) compared with delayed access physicians (n = 2, 3.7%, P < .001; estimated adjusted odds ratio of mastery for the immediate access participants, 31.1 [95% CI, 6.8-143.1]). There were no significant differences when adjusting for training site or stage of training. CONCLUSIONS: The Uncertainty Communication Education Module significantly increased mastery in communicating diagnostic uncertainty at the first postintervention test among emergency physicians in standardized patient encounters. Further work should assess the impact of clinical implementation of these communication skills.

Language use in the informed consent discussion for emergency procedures.

BACKGROUND: The field of health literacy has closely examined the readability of written health materials to optimize patient comprehension. Few studies have examined spoken communication in a way that is comparable to analyses of written communication. PURPOSE: The study objective was to characterize the structural elements of residents' spoken words while obtaining informed consent. METHODS: Twenty-six resident physicians participated in a simulated informed consent discussion with a standardized patient. Audio recordings of the discussions were transcribed and analyzed to assess grammar statistics for evaluating language complexity (e.g., reading grade level). Transcripts and time values were used to assess structural characteristics of the dialogue (e.g., interactivity). RESULTS: Discussions were characterized by physician verbal dominance. The discussions were interactive but showed significant differences between the physician and patient speech patterns for all language complexity metrics. CONCLUSIONS: In this study, physicians spoke significantly more and used more complex language than the patients.

Self-reported use of communication techniques in the emergency department.

BACKGROUND: Communication is considered a core competency for physicians. However, the Emergency Department setting poses significant and unique communication challenges. OBJECTIVE: The objective of this study was to explore self-reported use and perceptions of effectiveness and feasibility of communication techniques used by Emergency Physicians for communication with patients. METHODS: This cross-sectional study utilized a previously published survey on eight communication techniques. Respondents were asked to quantify their personal use and perceptions of effectiveness and feasibility of each technique. Responses were analyzed for differences based on practice setting (community, academic) and provider role (attending, resident). The survey was administered to a convenience sample recruited at the national meeting of the American College of Emergency Physicians. RESULTS: One hundred and sixty-nine participants were enrolled (70.5% male; 55.8% attending physicians, 44.2% residents; 66.2% practiced in academic settings). Using simple language and speaking slowly to patients were the only techniques identified as being used routinely by a majority of the sample (92.2% and 61.3%, respectively). A majority of the sample ranked seven of the techniques as effective; all techniques were considered feasible in the Emergency Department. No differences were noted across provider role or practice setting. CONCLUSION: The majority of respondents are not utilizing communication techniques, despite their own beliefs that the techniques are effective and easy to implement in the Emergency Department. Additional research is needed to determine the effectiveness of these techniques and relevant barriers to their use.

In Situ Simulation for Adoption of New Technology to Improve Sepsis Care in Rural Emergency Departments.

OBJECTIVES: The aims of the study were to evaluate whether in situ (on-site) simulation training is associated with increased telemedicine use for patients presenting to rural emergency departments (EDs) with severe sepsis and septic shock and to evaluate the association between simulation training and telehealth with acute sepsis bundle (SEP-1) compliance and mortality. METHODS: This was a quasi-experimental study of patients presenting to 2 rural EDs with severe sepsis and/or septic shock before and after rollout of in situ simulation training that included education on sepsis management and the use of telehealth. Unadjusted and adjusted analyses were conducted to describe the association of simulation training with sepsis process of care markers and with mortality. RESULTS: The study included 1753 patients, from 2 rural EDs, 629 presented before training and 1124 presented after training. There were no differences in patient characteristics between the 2 groups. Compliance with several SEP-1 bundle components improved after training: antibiotics within 3 hours, intravenous fluid administration, repeat lactic acid assessment, and vasopressor administration. The use of telemedicine increased from 2% to 5% after training. Use of telemedicine was associated with increases in repeat lactic acid assessment and reassessment for septic shock. We did not demonstrate an improvement in mortality across either of the 2 group comparisons. CONCLUSIONS: We demonstrate an association between simulation and improved care delivery. Implementing an in situ simulation curriculum in rural EDs was associated with a small increase in the use of telemedicine and improvements in sepsis process of care markers but did not demonstrate improvement in mortality. The small increase in telemedicine limited conclusions on its impact.

There's an app for that: Teaching residents to communicate diagnostic uncertainty through a mobile gaming application.

BACKGROUND: Clear communication is integral to good clinical care; however, communication training is cost and time intensive. Mobile applications (apps) may provide a useful adjunct to traditional simulation skills training. OBJECTIVE: To evaluate (1) use of an app for teaching communication skills about diagnostic uncertainty, (2) feedback on app use, and (3) the association between use and skill mastery. PATIENT INVOLVEMENT: The app under study is designed to improve doctor-patient communication. METHODS: The study was a planned sub-analysis of a randomized controlled waitlist trial with emergency medicine resident physicians randomized to receive immediate or delayed access to an educational curriculum focused on diagnostic uncertainty. The curriculum included a web-based interactive module and the app. Metrics describing participants' use of the app, feedback on use, and association of use and achieving mastery in communicating diagnostic uncertainty are reported. Differences between groups utilizing the app were analyzed using Chi-squared test; logistic regression assessed the association between app use and achieving mastery of the communication skill. RESULTS: Among 109 participants completing the trial, only 34 (31.2%) used the app. Most participants engaged with the app on one occasion for a median of 50 min (IQR 31, 87). Senior residents were more likely to use the app than junior residents (41.3% vs 23.8%, p=0.05). Overall reviews were positive; 76% reported the app helped them learn. There was no significant association between app use and achieving mastery of the communication skill in the trial [OR 2.1, 95% CI (0.91-4.84)]. DISCUSSION: Despite positive reviews of app use, overall use was low and there was no association with achieving mastery. PRACTICAL VALUE: Offering an app as an auxiliary training opportunity may be beneficial to some residents, but shouldn't be planned for use as a primary didactic modality unless there is evidence for effectiveness and use is mandated. AVAILABILITY OF DATA AND MATERIALS: The datasets generated and/or analyzed during the current study are not publicly available since some data may be identifiable but are available from the corresponding author on reasonable request.

Is it the athlete or the equipment? An analysis of the top swim performances from 1990 to 2010.

O'Connor, LM and Vozenilek, JA. Is it the athlete or the equipment? An analysis of the top swim performances from 1990 to 2010. J Strength Cond Res 25(12): 3239-3241, 2011-Forty-three world record swims were recorded at the 2009 Fédération Internationale de Natation (FINA) World Championship meet in Rome. Of the 20 FINA recognized long-course (50-m pool) swimming events, men set new world records in 15 of those events, whereas women did the same in 17 events. Each of the men's world records and 14 of the 17 women's records still stand. These performances were unprecedented; never before had these many world records been broken in such a short period of time. There was much speculation that full-body, polyurethane, technical swimsuits were the reason for the conspicuous improvement in world records. Further analysis led the FINA to institute new rules on January 1, 2010, that limited the types of technical swimsuits that could be worn by athletes. No long-course world record has been broken since then. We sought to understand this phenomenon by analyzing publicly available race data and exploring other possible causes including improvements in other sports, improvements in training science, changes in rules and regulations, gender differences, anaerobic vs. aerobic events, unique talent, and membership data.

Improving handoffs in the emergency department.

Patient handoffs at shift change are a ubiquitous and potentially hazardous process in emergency care. As crowding and lengthy evaluations become the standard for an increasing proportion of emergency departments (EDs), the number of patients handed off will likely increase. It is critical now more than ever before to ensure that handoffs supply valid and useful shared understandings between providers at transitions of care. The purpose of this article is to provide the most up-to-date evidence and collective thinking about the process and safety of handoffs between physicians in the ED. It offers perspectives from other disciplines, provides a conceptual framework for handoffs, and categorizes models of existing practices. Legal and risk management issues are also addressed. A proposal for the development of handoff quality measures is outlined. Practical strategies are suggested to improve ED handoffs. Finally, a research agenda is proposed to provide a roadmap to future work that may increase knowledge in this area.

A novel in situ simulation framework for introduction of a new technology: the 3-Act-3-Debrief model.

BACKGROUND: New technologies for clinical staff are typically introduced via an "in-service" that focuses on knowledge and technical skill. Successful adoption of new healthcare technologies is influenced by multiple other factors as described by the Consolidated Framework in Implementation Research (CFIR). A simulation-based introduction to new technologies provides opportunity to intentionally address specific factors that influence adoption. METHODS: The new technology proposed for adoption was a telehealth cart that provided direct video communication with electronic intensive care unit (eICU) staff for a rural Emergency Department (ED). A novel 3-Act-3-Debrief in situ simulation structure was created to target predictive constructs from the CFIR and connect debriefing to specific workflows. The structure and content of the simulation in relation to the framework is described. Participants completed surveys pre-simulation/post-simulation to measure change in their readiness to adopt the new technology. RESULTS: The scenario was designed and pilot tested before implementation at two rural EDs. There were 60 interprofessional participants across the 2 sites, with 58 pre-simulation and 59 post-simulation surveys completed. The post-simulation mean ratings for each readiness measure (feasibility, quality, resource availability, role clarity, staff receptiveness, and tech usability) increased significantly as a result of the simulation experience. CONCLUSIONS: A novel 3-stage simulation-debriefing structure positively targets factors influencing the adoption of new healthcare technologies.

The Equivalence of Video Self-review Versus Debriefing After Simulation: Can Faculty Resources Be Reallocated?

INTRODUCTION: Traditional simulation debriefing is both time- and resource-intensive. Shifting the degree of primary learning responsibility from the faculty to the learner through self-guided learning has received greater attention as a means of reducing this resource intensity. The aim of the study was to determine if video-assisted self-debriefing, as a form of self-guided learning, would have equivalent learning outcomes compared to standard debriefing. METHODS: This randomized cohort study consisting of 49 PGY-1 to -3 emergency medicine residents compared performance after video self-assessment utilizing an observer checklist versus standard debriefing for simulated emergency department procedural sedation (EDPS). The primary outcome measure was performance on the second EDPS scenario. RESULTS: Independent-samples t-test found that both control (standard debrief) and intervention (video self-assessment) groups demonstrated significantly increased scores on Scenario 2 (standard-t(40) = 2.20, p < 0.05; video-t(45) = 3.88, p < 0.05). There was a large and significant positive correlation between faculty and resident self-evaluation (r = 0.70, p < 0.05). There was no significant difference between faculty and residents self-assessment mean scores (t(24) = 1.90, p = 0.07). CONCLUSIONS: Residents receiving feedback on their performance via video-assisted self-debriefing improved their performance in simulated EDPS to the same degree as with standard faculty debriefing. Video-assisted self-debriefing is a promising avenue for leveraging the benefits of simulation-based training with reduced resource requirements.

A Simple Low-Cost Method to Integrate Telehealth Interprofessional Team Members During In Situ Simulation.

INTRODUCTION: With the growth of telehealth, simulation personnel will be called upon to support training that integrates these new technologies and processes. We sought to integrate remote telehealth electronic intensive care unit (eICU) personnel into in situ simulations with rural emergency department (ED) care teams. We describe how we overcame technical challenges of creating shared awareness of the patient's condition and the care team's progress among those executing the simulation, the care team, and the eICU. METHODS: The objective of the simulations was to introduce telehealth technology and new processes of engaging the eICU via telehealth during sepsis care in 2 rural EDs. Scenario development included experts in sepsis, telehealth, and emergency medicine. We describe the operational systems challenges, alternatives considered, and solutions used. Participants completed surveys on self-confidence presimulation/postsimulation in using telehealth and in managing patients with sepsis (1-10 Likert scale, with 10 "completely confident"). Pre-post responses were compared by two-tailed paired t test. RESULTS: We successfully engaged the staff of two EDs: 42 nurses, 9 physicians or advanced practice providers, and 9 technicians (N = 60). We used a shared in situ simulation clinical actions observational checklist, created within an off-the-shelf survey software program, completed during the simulations by an on-site observer, and shared with the eICU team via teleconferencing software, to message and cue eICU nurse engagement. The eICU nurse also participated in debriefing via the telehealth video system with successful simulation engagement. These solutions avoided interfering with real ED or eICU operations. The postsimulation mean ± SD ratings of confidence using telehealth increased from 5.3 ± 2.9 to 8.9 ± 1.1 (Δ3.5, P < 0.05) and in managing patients with sepsis increased from 7.1 ± 2.5 to 8.9 ± 1.1 (Δ1.8, P < 0.05). CONCLUSIONS: We created shared awareness between remote eICU personnel and in situ simulations in rural EDs via a low-cost method using survey software combined with teleconferencing methods.

Testing the use of symptom-based terrorism triage algorithms with hospital-based providers.

INTRODUCTION: A set of symptom-based, all-hazards, decision-making algorithms was designed to aid the first-contact provider during early patient presentations after a terrorist incident. OBJECTIVE: The primary objective was to assess the usability of these algorithms. A secondary objective was to assess the psychometric properties of the testing scenarios. METHODS: This was a written, usability assessment of the algorithms employing a convenience sample of hospital-based, healthcare providers who had not taken any specific training in the use of the algorithms. A series of 26 paragraph-length, moderately difficult scenarios was created to reflect possible agents, means of attack, and types of patients. Each of the 26 scenarios requires that one make a triage choice on the "attack" algorithm (the trunk algorithm), then proceed to one of four other branch algorithms (dirty resuscitation, chemical agents, biological agents, bomb/blast/radiation dispersal device) to make a final triage choice. Conditional scores based on getting both the attack and final card correct were calculated for each algorithm. RESULTS: Nineteen attending physicians, 50 emergency medicine residents, and 41 nurses took the assessment. The total score was 45% correct for all participants. The score on the attack algorithm was 66% correct. Dirty resuscitation, biological, chemical, and bomb/blast scores were 46%, 54%, 46%, and 51% respectively. The probability of guessing the correct answer on the attack algorithm was 1/7 or 14%. The conditional probability of guessing both the attack algorithm and the final card correct ranged from 4.7% for the biological, chemical, and bomb/blast algorithms to 2.4% for the dirty resuscitation algorithm. Item discrimination, item difficulty, and Cronbach's alpha were acceptable for the overall test. Certain individual items had item difficulty levels suggesting they were too difficult and should be replaced in future versions of the test. CONCLUSIONS: Performance on the test suggests that participants did substantially better than would have been expected by chance alone. Future efforts will revise the algorithms with the goal of simplification. Revision of the testing instrument and testing algorithm use after instruction also are needed.

Implementation of unit-based interventions to improve teamwork and patient safety on a medical service.

In a prior study involving 2 medical units, Structured Interdisciplinary Rounds (SIDRs) improved teamwork and reduced adverse events (AEs). SIDR was implemented on 5 additional units, and a pre- versus postintervention comparison was performed. SIDR combined a structured format for communication with daily interprofessional meetings. Teamwork was assessed using the Safety Attitudes Questionnaire (score range = 0-100), and AEs were identified using queries of information systems confirmed by 2 physician researchers. Paired analyses for 82 professionals completing surveys both pre and post implementation revealed improved teamwork (mean 76.8 ± 14.3 vs 80.5 ± 11.6; P = .02), which was driven mainly by nurses (76.4 ± 14.1 vs 80.8 ± 10.4; P = .009). The AE rate was similar across study periods (3.90 vs 4.07 per 100 patient days; adjusted IRR = 1.08; P = .60). SIDR improved teamwork yet did not reduce AEs. Higher baseline teamwork scores and lower AE rates than the prior study may reflect a positive cultural shift that began prior to the current study.

The Differentiation of a Cell Sorting Mutant of Dictyostelium discoideum: (cell sorting mutant/cell marker/lineage tracer/Dictyostelium discoideum/cellular slime mold).

As a result of transfecting Dictyostelium discoideum with an actin 6/lacZ fusion transgene, strain HW80 was created which expresses the ß-galactosidase gene product uniformly throughout development. When mixed with an excess of unmarked wild-type cells, however, HW80 cells selectively migrate to the positions of anterior-like cells surrounding the prespore cell mass, and differentiate as if they were anterior-like cells. As the proportion of HW80 cells is increased, they also sort to positions adjacent to anterior-like cells and some differentiate as prespore cells. Thus sorting of HW80 cells toward the opposite ends of the prespore cell zone supersedes how they differentiate, suggesting that position influences whether cells differentiate as anterior-like or prespore cells.

See one, do one, teach one: advanced technology in medical education.

UNLABELLED: The concept of "learning by doing" has become less acceptable, particularly when invasive procedures and high-risk care are required. Restrictions on medical educators have prompted them to seek alternative methods to teach medical knowledge and gain procedural experience. Fortunately, the last decade has seen an explosion of the number of tools available to enhance medical education: web-based education, virtual reality, and high fidelity patient simulation. This paper presents some of the consensus statements in regard to these tools agreed upon by members of the Educational Technology Section of the 2004 AEM Consensus Conference for Informatics and Technology in Emergency Department Health Care, held in Orlando, Florida. FINDINGS: Web-based teaching: 1) Every ED should have access to medical educational materials via the Internet, computer-based training, and other effective education methods for point-of-service information, continuing medical education, and training. 2) Real-time automated tools should be integrated into Emergency Department Information Systems [EDIS] for contemporaneous education. Virtual reality [VR]: 1) Emergency physicians and emergency medicine societies should become more involved in VR development and assessment. 2) Nationally accepted protocols for the proper assessment of VR applications should be adopted and large multi-center groups should be formed to perform these studies. High-fidelity simulation: Emergency medicine residency programs should consider the use of high-fidelity patient simulators to enhance the teaching and evaluation of core competencies among trainees. CONCLUSIONS: Across specialties, patient simulation, virtual reality, and the Web will soon enable medical students and residents to... see one, simulate many, do one competently, and teach everyone.

Computerized physician order entry and online decision support.

Computerized physician order entry (CPOE) and decision support systems (DSS) can reduce certain types of error but often slow clinicians and may increase other types of error. The net effect of these systems on an emergency department (ED) is unknown. The consensus participants combined published evidence with expert opinion to outline recommendations for success. These include seamless integration of CPOE and DSS into systems and workflow; ensuring access to Internet-based and other online support material in the clinical arena; designing systems specifically for the ED and measuring their impact to ensure an overall benefit; ensuring that CPOE systems provide error and interaction checking and facilitate weight- and physiology-based dosing; using interruptive alerts only for the highest-severity events; providing a simple, vendor-independent interface for institutional customization of CPOE alert thresholds; maximizing the use of automated systems and passive data capture; and ensuring the widespread availability of CPOE and DSS using secure wireless and portable technologies where appropriate. Decisions regarding CPOE and DSS in the ED should be guided by the ED chair or designee. Much of what is believed to be true regarding CPOE and DSS has not been adequately studied. Additional CPOE and DSS research is needed quickly, and this research should receive funding priority. DSS and CPOE hold great promise to improve patient care, but not all systems are equal. Evidence must guide these efforts, and the measured outcomes must consider the many factors of quality care.